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researcher

Junhyeong Lee

4 papers hereh-index 426 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • q-fin.PM2
same name
  • Junhyeong Lee — 6 papers, h 4
  • Junhyeong Lee — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedReturn Prediction for Mean-Variance Portfolio Selection: How Decision-Focused Learning Shapes Forecasting Models

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

q-fin.PM2025

Your AI, Not Your View: The Bias of LLMs in Investment Analysis

Hoyoung Lee, Junhyuk Seo, Suhwan Park +5

In finance, Large Language Models (LLMs) face frequent knowledge conflicts arising from discrepancies between their pre-trained parametric knowledge and real-time market data. Thes…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.